High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.

Our ability to recreate complex biochemical mechanisms in designed, artificial systems provides a stringent test of our understanding of these mechanisms and opens the door to their exploitation in artificial biotechnologies. Motivated by this philosophy, here we have recapitulated in vitro the &quo...

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Main Authors: Francesco Ricci, Alexis Vallée-Bélisle, Kevin W Plaxco
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-10-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC3188500?pdf=render
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spelling doaj-74f97a214d3b4fcba00d7e72fcfed9282020-11-25T01:18:25ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582011-10-01710e100217110.1371/journal.pcbi.1002171High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.Francesco RicciAlexis Vallée-BélisleKevin W PlaxcoOur ability to recreate complex biochemical mechanisms in designed, artificial systems provides a stringent test of our understanding of these mechanisms and opens the door to their exploitation in artificial biotechnologies. Motivated by this philosophy, here we have recapitulated in vitro the "target sequestration" mechanism used by nature to improve the sensitivity (the steepness of the input/output curve) of many regulatory cascades. Specifically, we have employed molecular beacons, a commonly employed optical DNA sensor, to recreate the sequestration mechanism and performed an exhaustive, quantitative study of its key determinants (e.g., the relative concentrations and affinities of probe and depletant). We show that, using sequestration, we can narrow the pseudo-linear range of a traditional molecular beacon from 81-fold (i.e., the transition from 10% to 90% target occupancy spans an 81-fold change in target concentration) to just 1.5-fold. This narrowing of the dynamic range improves the sensitivity of molecular beacons to that equivalent of an oligomeric, allosteric receptor with a Hill coefficient greater than 9. Following this we have adapted the sequestration mechanism to steepen the binding-site occupancy curve of a common transcription factor by an order of magnitude over the sensitivity observed in the absence of sequestration. Given the success with which the sequestration mechanism has been employed by nature, we believe that this strategy could dramatically improve the performance of synthetic biological systems and artificial biosensors.http://europepmc.org/articles/PMC3188500?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Francesco Ricci
Alexis Vallée-Bélisle
Kevin W Plaxco
spellingShingle Francesco Ricci
Alexis Vallée-Bélisle
Kevin W Plaxco
High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
PLoS Computational Biology
author_facet Francesco Ricci
Alexis Vallée-Bélisle
Kevin W Plaxco
author_sort Francesco Ricci
title High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
title_short High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
title_full High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
title_fullStr High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
title_full_unstemmed High-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
title_sort high-precision, in vitro validation of the sequestration mechanism for generating ultrasensitive dose-response curves in regulatory networks.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2011-10-01
description Our ability to recreate complex biochemical mechanisms in designed, artificial systems provides a stringent test of our understanding of these mechanisms and opens the door to their exploitation in artificial biotechnologies. Motivated by this philosophy, here we have recapitulated in vitro the "target sequestration" mechanism used by nature to improve the sensitivity (the steepness of the input/output curve) of many regulatory cascades. Specifically, we have employed molecular beacons, a commonly employed optical DNA sensor, to recreate the sequestration mechanism and performed an exhaustive, quantitative study of its key determinants (e.g., the relative concentrations and affinities of probe and depletant). We show that, using sequestration, we can narrow the pseudo-linear range of a traditional molecular beacon from 81-fold (i.e., the transition from 10% to 90% target occupancy spans an 81-fold change in target concentration) to just 1.5-fold. This narrowing of the dynamic range improves the sensitivity of molecular beacons to that equivalent of an oligomeric, allosteric receptor with a Hill coefficient greater than 9. Following this we have adapted the sequestration mechanism to steepen the binding-site occupancy curve of a common transcription factor by an order of magnitude over the sensitivity observed in the absence of sequestration. Given the success with which the sequestration mechanism has been employed by nature, we believe that this strategy could dramatically improve the performance of synthetic biological systems and artificial biosensors.
url http://europepmc.org/articles/PMC3188500?pdf=render
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